TY - JOUR
T1 - Insect Biological Parameter Estimation Based on the Invariant Target Parameters of the Scattering Matrix
AU - Hu, Cheng
AU - Li, Weidong
AU - Wang, Rui
AU - Long, Teng
AU - Liu, Changjiang
AU - Drake, V. Alistair
N1 - Funding Information:
Manuscript received May 11, 2018; revised December 18, 2018 and February 25, 2019; accepted March 7, 2019. Date of publication April 2, 2019; date of current version July 22, 2019. This work was supported by the National Natural Science Foundation of China under Grant 31727901. (Corresponding author: Rui Wang.) C. Hu, W. Li, R. Wang, T. Long, and C. Liu are with the Radar Research Lab, School of Information and Electronics, Beijing Institute of Technology, Beijing 100081, China, and also with the Key Laboratory of Electronic and Information Technology in Satellite Navigation, Ministry of Education, Beijing Institute of Technology, Beijing 100081, China (e-mail: [email protected]; [email protected]; [email protected]; [email protected]; [email protected]).
Publisher Copyright:
© 1980-2012 IEEE.
PY - 2019/8
Y1 - 2019/8
N2 - For radar observations, invariant target parameters extracted from the scattering matrix (SM) provide information about the target's geometry and composition. By studying the invariant target parameters of a small sample of insects, it is shown that the two eigenvalues and the determinant of the Graves power matrix are strongly correlated with insect body length and mass. Therefore, two methods are proposed to estimate the body length and mass from the eigenvalues or the determinant. The two eigenvalues identify the maximum of the insect polarization pattern and the perpendicular to the maximum direction, while the determinant is the product of these two values. A sample of 207 insect specimens measured at X-band in the laboratory rigs is used to determine the relationships between SM parameters and body lengths and masses. The results show that the length and mass can be estimated with a good performance and without an initial classification stage. In addition, the use of the determinant of the Graves power matrix is shown to provide an improved, SM-based, method of determining insect orientation and to solve the 90 degrees orientation-extraction error problem that arises at X-band with very large insects.
AB - For radar observations, invariant target parameters extracted from the scattering matrix (SM) provide information about the target's geometry and composition. By studying the invariant target parameters of a small sample of insects, it is shown that the two eigenvalues and the determinant of the Graves power matrix are strongly correlated with insect body length and mass. Therefore, two methods are proposed to estimate the body length and mass from the eigenvalues or the determinant. The two eigenvalues identify the maximum of the insect polarization pattern and the perpendicular to the maximum direction, while the determinant is the product of these two values. A sample of 207 insect specimens measured at X-band in the laboratory rigs is used to determine the relationships between SM parameters and body lengths and masses. The results show that the length and mass can be estimated with a good performance and without an initial classification stage. In addition, the use of the determinant of the Graves power matrix is shown to provide an improved, SM-based, method of determining insect orientation and to solve the 90 degrees orientation-extraction error problem that arises at X-band with very large insects.
KW - Body length
KW - entomological radar
KW - insect
KW - invariant target parameter
KW - mass
KW - orientation
UR - http://www.scopus.com/inward/record.url?scp=85069779080&partnerID=8YFLogxK
U2 - 10.1109/TGRS.2019.2904869
DO - 10.1109/TGRS.2019.2904869
M3 - Article
SN - 0196-2892
VL - 57
SP - 6212
EP - 6225
JO - IEEE Transactions on Geoscience and Remote Sensing
JF - IEEE Transactions on Geoscience and Remote Sensing
IS - 8
M1 - 8680761
ER -